Minor typo fixing

filterminutes.py

@@ -65,7 +65,7 @@ def search_with_filter(vector_store, query, filter_dict, target_k=5, init_k=100,
     context = filter_docs_by_meta(vector_store.similarity_search(query, k=init_k), filter_dict)
     len_docs_begin = len(context)
     if len_docs_begin >= target_k:
-        log.info(f'Initial search contains {len_docs_begin} Documents. Expansion not required. ')
+        log.info(f'Initial search contains {len_docs_begin} documents. Expansion not required. ')
         return context
     CUT_THE_LOOP_N = 500
     for top_k_docs in np.arange(init_k, CUT_THE_LOOP_N * init_k, step):
@@ -73,9 +73,9 @@ def search_with_filter(vector_store, query, filter_dict, target_k=5, init_k=100,
         log.info(f'Expanding search with k={top_k_docs}')
         context = filter_docs_by_meta(vector_store.similarity_search(query, k=int(top_k_docs)), filter_dict)
         if len(context) >= target_k:
-            log.info(f'Success. Context contains {len(context)} Documents matching the filtering criteria')
+            log.info(f'Success. Context contains {len(context)} documents matching the filtering criteria')
             return context
     log.info(f'Failed to reach target number of documents after {CUT_THE_LOOP_N} loops,'
-             f' context contains {len(context)} Documents matching the filtering criteria')
+             f' context contains {len(context)} documents matching the filtering criteria')
     return context